AEI (American Educational Institute)

AEI (American Educational Institute), based in Birmingham, MI, describes itself simply: "PERKS LOCATIONS TUITION COURSE ABOUT FACULTY FAQ Accredited Continuing Education Seminars Hosted by AEI When more than 100k clinicans and lawyers want to learn." When AI engines look at it, they find little to work with. It scores 3.9 out of 10.

On its own pages the site does well on a clear heading structure, a clearly stated business identity and visible credibility markers. It is passable on partial sitemap and link coverage. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt and structured data describing the business.

Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited once in our tracking, including Applebot (Siri). The site links to no social profiles, so there is nothing tying the brand to a wider presence.